A review on deep learning for recommender systems: challenges and remedies

Social-Aware Movie Recommendation via Multimodal Network Learning

(2018) Zhou Zhao et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Autoencoders and recommender systems: COFILS approach

(2017) Julio Barbieri et al.   EXPERT SYSTEMS WITH APPLICATIONS

A hybrid recommender system using artificial neural networks

(2017) Tulasi K. Paradarami et al.   EXPERT SYSTEMS WITH APPLICATIONS

Collaborative filtering and deep learning based recommendation system for cold start items

(2017) Jian Wei et al.   EXPERT SYSTEMS WITH APPLICATIONS

Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation

(2017) Hongzhi Yin et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Neural Semantic Personalized Ranking for item cold-start recommendation

(2017) Travis Ebesu et al.   Information Retrieval Journal

Deep hybrid recommender systems via exploiting document context and statistics of items

(2017) Donghyun Kim et al.   INFORMATION SCIENCES

A content-based recommendation algorithm for learning resources

(2017) Jiangbo Shu et al.   MULTIMEDIA SYSTEMS

Representation learning via Dual-Autoencoder for recommendation

(2017) Fuzhen Zhuang et al.   NEURAL NETWORKS

DLTSR: A Deep Learning Framework for Recommendation of Long-tail Web Services

(2017) Bing Bai et al.   IEEE Transactions on Services Computing

On Deep Learning for Trust-Aware Recommendations in Social Networks

(2017) Shuiguang Deng et al.   IEEE Transactions on Neural Networks and Learning Systems

A new item-based deep network structure using a restricted Boltzmann machine for collaborative filtering

(2017) Yong-ping Du et al.   Frontiers of Information Technology & Electronic Engineering

Neural Semantic Personalized Ranking for item cold-start recommendation

(2017) Travis Ebesu et al.   Information Retrieval Journal

Towards latent context-aware recommendation systems

(2016) Moshe Unger et al.   KNOWLEDGE-BASED SYSTEMS

Tag-aware recommender systems based on deep neural networks

(2016) Yi Zuo et al.   NEUROCOMPUTING

Recommender systems survey

(2013) J. Bobadilla et al.   KNOWLEDGE-BASED SYSTEMS

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

(2010) Dan Claudiu Cireşan et al.   NEURAL COMPUTATION